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hongleizhang

add several papers

Feb 14, 2023

df62f04 · Feb 14, 2023

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2002-Collaborative filtering with privacy via factor analysis-SIGIR.pdf		2002-Collaborative filtering with privacy via factor analysis-SIGIR.pdf	change title	Jun 14, 2022
2002-Collaborative filtering with privacy-S&P.pdf		2002-Collaborative filtering with privacy-S&P.pdf	change title	Jun 14, 2022
2008-Robust De-anonymization of Large Sparse Datasets-SP.pdf		2008-Robust De-anonymization of Large Sparse Datasets-SP.pdf	change title	Jun 14, 2022
2012-BlurMe-inferring and obfuscating user gender based on ratings-Recsys.pdf		2012-BlurMe-inferring and obfuscating user gender based on ratings-Recsys.pdf	change title	Jun 14, 2022
2015-Differentially Private Matrix Factorization-IJCAI.pdf		2015-Differentially Private Matrix Factorization-IJCAI.pdf	change title	Jun 14, 2022
2016-Data Poisoning Attacks on Factorization-Based Collaborative Filtering-NIPS.pdf		2016-Data Poisoning Attacks on Factorization-Based Collaborative Filtering-NIPS.pdf	change title	Jun 14, 2022
2017-Secure Multi-Party Protocols for Item-Based Collaborative Filtering-Recsys.pdf		2017-Secure Multi-Party Protocols for Item-Based Collaborative Filtering-Recsys.pdf	change title	Jun 14, 2022
2018-Personalized Privacy-Preserving Social Recommendation-AAAI.pdf		2018-Personalized Privacy-Preserving Social Recommendation-AAAI.pdf	change title	Jun 14, 2022
2018-Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy-TKDE.pdf		2018-Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy-TKDE.pdf	change title	Jun 14, 2022
2018-Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization-AAAI.pdf		2018-Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization-AAAI.pdf	change title	Jun 14, 2022
2019-Decentralized Recommendation Based on Matrix Factorization-A Comparison of Gossip and Federated Learning-PKDD.pdf		2019-Decentralized Recommendation Based on Matrix Factorization-A Comparison of Gossip and Federated Learning-PKDD.pdf	change title	Jun 14, 2022
2019-Efficient Privacy-Preserving Recommendations based on Social Graphs-RecSys.pdf		2019-Efficient Privacy-Preserving Recommendations based on Social Graphs-RecSys.pdf	change title	Jun 14, 2022
2019-Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.pdf		2019-Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.pdf	change title	Jun 14, 2022
2020-A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations.pdf		2020-A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations.pdf	change title	Jun 14, 2022
2020-A Novel Privacy-Preserved Recommender System Framework based on Federated Learning.pdf		2020-A Novel Privacy-Preserved Recommender System Framework based on Federated Learning.pdf	change title	Jun 14, 2022
2020-Attacking Recommender Systems with Augmented User Profiles-CIKM.pdf		2020-Attacking Recommender Systems with Augmented User Profiles-CIKM.pdf	change title	Jun 14, 2022
2020-DPLCF-Differentially Private Local Collaborative Filtering-SIGIR.pdf		2020-DPLCF-Differentially Private Local Collaborative Filtering-SIGIR.pdf	change title	Jun 14, 2022
2020-FedFast Going Beyond Average for Faster Training of Federated Recommender Systems-KDD.pdf		2020-FedFast Going Beyond Average for Faster Training of Federated Recommender Systems-KDD.pdf	change title	Jun 14, 2022
2020-FedRec Federated Recommendation with Explicit Feedback-Slides-IEEE-IS.pdf		2020-FedRec Federated Recommendation with Explicit Feedback-Slides-IEEE-IS.pdf	change title	Jun 14, 2022
2020-FedRec-Federated Recommendation with Explicit Feedback-IEEE-IS.pdf		2020-FedRec-Federated Recommendation with Explicit Feedback-IEEE-IS.pdf	change title	Jun 14, 2022
2020-FedRec-Privacy-Preserving News Recommendation with Federated Learning.pdf		2020-FedRec-Privacy-Preserving News Recommendation with Federated Learning.pdf	change title	Jun 14, 2022
2020-Federated Multi-View Matrix Factorization for Personalized Recommendations.pdf		2020-Federated Multi-View Matrix Factorization for Personalized Recommendations.pdf	change title	Jun 14, 2022
2020-Federated Recommendation System via Differential Privacy-ISIT.pdf		2020-Federated Recommendation System via Differential Privacy-ISIT.pdf	change title	Jun 14, 2022
2020-GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Identification-SIGIR.pdf		2020-GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Identification-SIGIR.pdf	change title	Jun 14, 2022
2020-Global and Local Differential Privacy for Collaborative Bandits-RecSys.pdf		2020-Global and Local Differential Privacy for Collaborative Bandits-RecSys.pdf	change title	Jun 14, 2022
2020-Influence Function based Data Poisoning Attacks to Top-N Recommender Systems-WWW.pdf		2020-Influence Function based Data Poisoning Attacks to Top-N Recommender Systems-WWW.pdf	change title	Jun 14, 2022
2020-Meta Matrix Factorization for Federated Rating Predictions-SIGIR.pdf		2020-Meta Matrix Factorization for Federated Rating Predictions-SIGIR.pdf	change title	Jun 14, 2022
2020-Practical Data Poisoning Attack against Next-Item Recommendation.pdf		2020-Practical Data Poisoning Attack against Next-Item Recommendation.pdf	change title	Jun 14, 2022
2020-PrivNet-Safeguarding Private Attributes in Transfer Learning for Recommendation-EMNLP.pdf		2020-PrivNet-Safeguarding Private Attributes in Transfer Learning for Recommendation-EMNLP.pdf	change title	Jun 14, 2022
2020-Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning-WSDM.pdf		2020-Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning-WSDM.pdf	change title	Jun 14, 2022
2020-Privacy-Preserving Gradient Boosting Decision Trees-AAAI.pdf		2020-Privacy-Preserving Gradient Boosting Decision Trees-AAAI.pdf	change title	Jun 14, 2022
2020-Privacy-Preserving News Recommendation Model Training via Federated Learning.pdf		2020-Privacy-Preserving News Recommendation Model Training via Federated Learning.pdf	change title	Jun 14, 2022
2020-Secure Federated Matrix Factorization-IEEE-IS.pdf		2020-Secure Federated Matrix Factorization-IEEE-IS.pdf	change title	Jun 14, 2022
2020-Secure Social Recommendation based on Secret Sharing-ECAI.pdf		2020-Secure Social Recommendation based on Secret Sharing-ECAI.pdf	change title	Jun 14, 2022
2020-Shared MF-A privacy-preserving recommendation system.pdf		2020-Shared MF-A privacy-preserving recommendation system.pdf	change title	Jun 14, 2022
2021-A Black-Box Attack Model for Visually-Aware Recommenders-WSDM.pdf		2021-A Black-Box Attack Model for Visually-Aware Recommenders-WSDM.pdf	change title	Jun 14, 2022
2021-Data Poisoning Attacks to Deep Learning Based Recommender Systems-NDSS.pdf		2021-Data Poisoning Attacks to Deep Learning Based Recommender Systems-NDSS.pdf	change title	Jun 14, 2022
2021-FedGNN-Federated Graph Neural Network for Privacy-Preserving Recommendation.pdf		2021-FedGNN-Federated Graph Neural Network for Privacy-Preserving Recommendation.pdf	change title	Jun 14, 2022
2021-FedRec++- Lossless Federated Recommendation with Explicit Feedback-AAAI.pdf		2021-FedRec++- Lossless Federated Recommendation with Explicit Feedback-AAAI.pdf	change title	Jun 14, 2022
2021-Graph Embedding for Recommendation against Attribute Inference Attacks.pdf		2021-Graph Embedding for Recommendation against Attribute Inference Attacks.pdf	change title	Jun 14, 2022
2021-Hierarchical Personalized Federated Learning for User Modeling-WWW.pdf		2021-Hierarchical Personalized Federated Learning for User Modeling-WWW.pdf	change title	Jun 14, 2022
2021-Horizontal Cross-Silo Federated Recommender Systems-Recsys.pdf		2021-Horizontal Cross-Silo Federated Recommender Systems-Recsys.pdf	add KDD2022 paper	Jul 23, 2022
2021-Machine Unlearning-SP.pdf		2021-Machine Unlearning-SP.pdf	add two rs surveys	Jan 4, 2023
2022-Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation-WWW.pdf		2022-Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation-WWW.pdf	add one www22 paper	Jun 14, 2022
2022-Federated Matrix Factorization with Privacy Guarantee-VLDB.pdf		2022-Federated Matrix Factorization with Privacy Guarantee-VLDB.pdf	add fedres	Jun 14, 2022
2022-Privacy-Preserving Synthetic Data Generation for Recommendation Systems-SIGIR.pdf		2022-Privacy-Preserving Synthetic Data Generation for Recommendation Systems-SIGIR.pdf	add two social rs paper	Jan 12, 2023
2022-Unlearning Protected User Attributes in Recommendations with Adversarial Training-SIGIR.pdf		2022-Unlearning Protected User Attributes in Recommendations with Adversarial Training-SIGIR.pdf	change title	Jun 14, 2022
2023-LightFR Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization-TOIS.pdf		2023-LightFR Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization-TOIS.pdf	add several papers	Feb 14, 2023
[22.12] Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense.pdf		[22.12] Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense.pdf	add two social rs paper	Jan 12, 2023
readme.md		readme.md	change title	Jun 14, 2022
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